{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 1  2  3  4]\n",
      " [ 5  6  7  8]\n",
      " [ 9 10 11 12]]\n",
      "[[ 1  2  3  4]\n",
      " [ 5  6  7  8]\n",
      " [ 9 10 11 12]]\n",
      "[ 9 10 11 12]\n",
      "[[ 9 10 11 12]]\n"
     ]
    }
   ],
   "source": [
    "#2.1\n",
    "\n",
    "#(1)\n",
    "import numpy as np\n",
    "a = np.array([[1,2,3,4],[5,6,7,8],[9,10,11,12]])\n",
    "print(a)\n",
    "#(2)\n",
    "b = np.arange(1,13).reshape(3,4)\n",
    "print(b)\n",
    "#(3)\n",
    "print(a[2,:])\n",
    "print(a[2:])"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 1  1  1  1]\n",
      " [ 8  4  2  1]\n",
      " [27  9  3  1]\n",
      " [64 16  4  1]]\n"
     ]
    }
   ],
   "source": [
    "#2.2\n",
    "\n",
    "#构造范德蒙矩阵，使用vander函数\n",
    "x = np.array([1, 2, 3, 4])\n",
    "N = 4\n",
    "a = np.vander(x, N)\n",
    "print(a)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 1 -1  1]\n",
      "1.0\n",
      "[[ 0. -1. -1.]\n",
      " [-1.  0. -1.]\n",
      " [-1. -1.  0.]]\n"
     ]
    }
   ],
   "source": [
    "#2.3\n",
    "\n",
    "#python中矩阵v的转置用v.T表示\n",
    "v = np.array([1,-1,1]).T\n",
    "print(v)\n",
    "P = np.dot(v,v.T)/np.dot(v.T,v)\n",
    "print(P)\n",
    "I = np.eye(3)\n",
    "Q = I - P\n",
    "print(Q)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 : 11\n",
      "1 : 9\n",
      "2 : 9\n",
      "3 : 12\n",
      "4 : 6\n",
      "5 : 7\n",
      "6 : 17\n",
      "7 : 11\n",
      "8 : 13\n",
      "9 : 14\n",
      "10 : 2\n",
      "11 : 5\n",
      "12 : 12\n",
      "13 : 7\n",
      "14 : 6\n",
      "15 : 8\n",
      "16 : 6\n",
      "17 : 14\n",
      "18 : 11\n",
      "19 : 13\n",
      "20 : 4\n",
      "21 : 12\n",
      "22 : 6\n",
      "23 : 8\n",
      "24 : 5\n",
      "25 : 6\n",
      "26 : 12\n",
      "27 : 8\n",
      "28 : 13\n",
      "29 : 12\n",
      "30 : 10\n",
      "31 : 14\n",
      "32 : 9\n",
      "33 : 9\n",
      "34 : 9\n",
      "35 : 6\n",
      "36 : 10\n",
      "37 : 7\n",
      "38 : 16\n",
      "39 : 12\n",
      "40 : 7\n",
      "41 : 8\n",
      "42 : 11\n",
      "43 : 10\n",
      "44 : 6\n",
      "45 : 7\n",
      "46 : 8\n",
      "47 : 13\n",
      "48 : 8\n",
      "49 : 10\n",
      "50 : 6\n",
      "51 : 4\n",
      "52 : 8\n",
      "53 : 8\n",
      "54 : 18\n",
      "55 : 10\n",
      "56 : 16\n",
      "57 : 7\n",
      "58 : 5\n",
      "59 : 4\n",
      "60 : 5\n",
      "61 : 14\n",
      "62 : 10\n",
      "63 : 11\n",
      "64 : 7\n",
      "65 : 8\n",
      "66 : 13\n",
      "67 : 12\n",
      "68 : 16\n",
      "69 : 10\n",
      "70 : 8\n",
      "71 : 10\n",
      "72 : 15\n",
      "73 : 10\n",
      "74 : 9\n",
      "75 : 12\n",
      "76 : 17\n",
      "77 : 14\n",
      "78 : 8\n",
      "79 : 13\n",
      "80 : 10\n",
      "81 : 12\n",
      "82 : 9\n",
      "83 : 10\n",
      "84 : 12\n",
      "85 : 10\n",
      "86 : 7\n",
      "87 : 9\n",
      "88 : 12\n",
      "89 : 17\n",
      "90 : 8\n",
      "91 : 12\n",
      "92 : 14\n",
      "93 : 5\n",
      "94 : 14\n",
      "95 : 8\n",
      "96 : 17\n",
      "97 : 14\n",
      "98 : 16\n",
      "99 : 7\n"
     ]
    }
   ],
   "source": [
    "#2.4\n",
    "\n",
    "a = list(np.random.randint(0,100,1000))\n",
    "x = set(a) #确保不会出现重复的值，便于索引\n",
    "for i in x :\n",
    "    print(i,\":\",a.count(i))"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.09690839 0.11096114 0.21785267 0.48249326 0.5467353  0.69361114\n",
      " 0.72710616 0.7488418  0.79918686 0.9787631  0.17912321 0.79129653\n",
      " 0.20599016 0.98257559 0.13408672 0.22444486 0.20038193 0.89726968\n",
      " 0.09323365 0.28520679]\n",
      "[0.09690839 0.11096114 0.21785267 0.48249326 0.5467353  0.69361114\n",
      " 0.72710616 0.7488418  0.79918686 0.9787631  0.98257559 0.89726968\n",
      " 0.79129653 0.28520679 0.22444486 0.20599016 0.20038193 0.17912321\n",
      " 0.13408672 0.09323365]\n"
     ]
    }
   ],
   "source": [
    "#2.5\n",
    "\n",
    "y = np.random.random(20)\n",
    "y[0:10].sort() #对前10个数字进行排序（注意：不能在左边用等号输出（形如 a = y[].sort()）z）,这边的输出只会是none，因为右边是一个函数，不是一个数值\n",
    "print(y)\n",
    "y[10:20] = abs(np.sort(-y[10:20]))#对负数进行排序，再取绝对值，非常巧妙！\n",
    "print(y)#可以查看两次y输出之间的不同点"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "205\n",
      "A[0,2]是第0行的最大值\n",
      "********************\n",
      "96\n",
      "A[1,2]是第1行的最大值\n",
      "同时A[12]是该矩阵的鞍点\n",
      "********************\n",
      "210\n",
      "A[2,0]是第2行的最大值\n",
      "********************\n"
     ]
    }
   ],
   "source": [
    "#2.6\n",
    "\n",
    "#求解鞍点，先确定该点为行上最大值，再确认是否为列上最大值(难点在于如何锁定坐标)\n",
    "A= np.array([[9,80,205,40],\n",
    "             [90,-60,96,1],\n",
    "             [210,-3,101,89]])\n",
    "for i in range(0,3):\n",
    "    max_a = np.max(A[i,:])\n",
    "    print(max_a)\n",
    "    for j in range(0,4):\n",
    "        if A[i,j] == max_a:\n",
    "            print('A[{},{}]是第{}行的最大值'.format(i,j,i))#先找出该行的最大值\n",
    "            if A[i,j] == np.min(A[:,j]):\n",
    "                print('同时A[{}{}]是该矩阵的鞍点'.format(i,j))#再1确定是否是鞍点\n",
    "            print('*'*20)\n",
    "        else:\n",
    "            continue"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "#2.7\n",
    "\n",
    "#读文本文件，改变文件内容。可使用传统的open，close；也可使用with open\n",
    "f = open('1.txt', 'r', encoding='utf-8')  # 打开一个文本文件,格式为只读\n",
    "s = f.read()  # 将读的内容转换给s,便于后续操作\n",
    "print(s)  #可视化s\n",
    "s = s.swapcase()  # s内容中字母大小写互换（swapcase函数可以查阅资料，很神奇，hhh）\n",
    "f = open('problem.txt', 'w', encoding='utf-8')  # 为输出建立一个新的文本文件\n",
    "f.write(s) #将s写入f\n",
    "f.close()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 159,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#2.8\n",
    "\n",
    "#画在一张图上\n",
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "\n",
    "x = np.linspace(-10,10,200)\n",
    "for k in range(1,7):\n",
    "    y = k*x**2*np.sin(x) + 2*k + np.cos(x**3)\n",
    "    plt.plot(x,y,linewidth = 1,label = k)\n",
    "    plt.legend()\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 162,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 6 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#2.9\n",
    "\n",
    "#将图像分布在6张图中\n",
    "x = np.linspace(-10,10,200)\n",
    "fig, ax = plt.subplots(2,3,sharex='col',sharey='all')\n",
    "for k in range(1,7):\n",
    "    y = k*x**2*np.sin(x) + 2*k + np.cos(x**3)\n",
    "    ax = plt.subplot(2,3,k)\n",
    "    ax.plot(x,y,linewidth = 1,label = k)\n",
    "    plt.legend(fontsize = 8)\n",
    "plt.subplots_adjust(hspace=0.3, wspace=0.3)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 190,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\goodboy\\AppData\\Local\\Temp/ipykernel_7860/3511243566.py:26: RuntimeWarning: invalid value encountered in sqrt\n",
      "  Z1 = np.sqrt(6/8*X**2+6/10*Y**2-6)#单叶双曲面\n",
      "C:\\Users\\goodboy\\AppData\\Local\\Temp/ipykernel_7860/3511243566.py:27: UserWarning: Z contains NaN values. This may result in rendering artifacts.\n",
      "  ax1.plot_surface(X,Y,Z1,color='#bd9b19')\n",
      "C:\\Users\\goodboy\\AppData\\Local\\Temp/ipykernel_7860/3511243566.py:30: RuntimeWarning: invalid value encountered in sqrt\n",
      "  Z2 = np.sqrt(X**2-8/12*Y**2-8)#双叶双曲面\n",
      "C:\\Users\\goodboy\\AppData\\Local\\Temp/ipykernel_7860/3511243566.py:31: UserWarning: Z contains NaN values. This may result in rendering artifacts.\n",
      "  ax2.plot_surface(X,Y,Z2,color= '#0b7fab')\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 864x432 with 3 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#2.10\n",
    "\n",
    "#单幅图可以使用Axes3D，多幅图就必须划分子图进行\n",
    "#(1)单叶双曲面\n",
    "'''\n",
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "x = np.linspace(-10,10,50)\n",
    "y = np.linspace(-10,10,50)\n",
    "X,Y = np.meshgrid(x,y) #将x，y矩阵化\n",
    "Z = np.sqrt(6/8*X**2+6/10*y**2-6)\n",
    "fig = plt.figure()\n",
    "ax = Axes3D(fig)\n",
    "ax.plot_surface(X,Y,Z)\n",
    "ax.set_xlabel('x')\n",
    "ax.set_ylabel('y')\n",
    "ax.set_zlabel('z')\n",
    "ax.set_title('f')\n",
    "plt.show()\n",
    "'''\n",
    "x = np.linspace(-1000,1000,500)\n",
    "y = np.linspace(-1000,1000,500)\n",
    "X,Y = np.meshgrid(x,y) #将x，y矩阵化\n",
    "\n",
    "fig = plt.figure(figsize=(12, 6))\n",
    "\n",
    "ax1 = plt.subplot(1,3,1,projection = '3d')\n",
    "Z1 = np.sqrt(6/8*X**2+6/10*Y**2-6)#单叶双曲面\n",
    "ax1.plot_surface(X,Y,Z1,color='#bd9b19')\n",
    "\n",
    "ax2 = plt.subplot(1,3,2,projection ='3d')\n",
    "Z2 = np.sqrt(X**2-8/12*Y**2-8)#双叶双曲面\n",
    "ax2.plot_surface(X,Y,Z2,color= '#0b7fab')\n",
    "\n",
    "ax3 = plt.subplot(1,3,3,projection ='3d')\n",
    "Z3 = 1/12*X**2+1/6*Y**2#椭圆抛物线\n",
    "ax3.plot_surface(X,Y,Z3,cmap='viridis')\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\goodboy\\AppData\\Local\\Temp\\ipykernel_11632\\3447510830.py:13: MatplotlibDeprecationWarning: Axes3D(fig) adding itself to the figure is deprecated since 3.4. Pass the keyword argument auto_add_to_figure=False and use fig.add_axes(ax) to suppress this warning. The default value of auto_add_to_figure will change to False in mpl3.5 and True values will no longer work in 3.6.  This is consistent with other Axes classes.\n",
      "  ax = Axes3D(fig)\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 480x320 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#2.11\n",
    "\n",
    "#绘制默比乌斯带,从2.10也应该了解到画3维图必须是矩阵的形式！和2维图有一定的区别\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "t = np.linspace(0,2*np.pi,1000,endpoint=True)\n",
    "s = np.linspace(-1,1,1000,endpoint=True)\n",
    "x = np.array([((1. + s / 2. * np.cos(value_t/2.)) * np.cos(value_t)) for value_t in t])\n",
    "y = np.array([((1. + s / 2. * np.cos(value_t/2.)) * np.sin(value_t)) for value_t in t])\n",
    "z = np.array([(s/ 2. * np.sin(value_t/2.)) for value_t in t])\n",
    "fig = plt.figure(dpi = 80)\n",
    "ax = Axes3D(fig)\n",
    "ax.plot_surface(x,y,z,color = '#d2c2d1')\n",
    "ax.set_zlim(-4,4)#让图像看起来更加立体\n",
    "plt.show()\n",
    "'''\n",
    "另外一种方式\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "t = np.linspace(0,2*np.pi,1000,endpoint=True)\n",
    "s = np.linspace(-1,1,1000,endpoint=True)\n",
    "s,t = np.meshgrid(s,t)\n",
    "x = np.array((1. + s / 2. * np.cos(t/2.)) * np.cos(t))\n",
    "y = np.array((1. + s / 2. * np.cos(t/2.)) * np.sin(t))\n",
    "z = np.array(s/ 2. * np.sin(t/2.))\n",
    "fig = plt.figure(dpi = 80)\n",
    "ax = Axes3D(fig)\n",
    "ax.plot_surface(x,y,z,color = '#d2c2d1')\n",
    "ax.set_zlim(-4,4)#让图像看起来更加立体\n",
    "plt.show()\n",
    "'''"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 2 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#2.12\n",
    "\n",
    "#画等高线\n",
    "#方程1\n",
    "x1 = np.linspace(-2,2,1000,endpoint=True)\n",
    "y1 = np.linspace(-2,3,1000,endpoint=True)\n",
    "X1,Y1 = np.meshgrid(x1,y1)\n",
    "Z1= X1*np.exp(-X1**2-Y1**2)\n",
    "#方程2\n",
    "x2 = np.linspace(-1.5,2,1000,endpoint=True)\n",
    "y2 = np.linspace(-1.5,2,500,endpoint=True)\n",
    "X2,Y2 = np.meshgrid(x2,y2)\n",
    "Z2 = (1-(X2)**2-(Y2)**2)*np.exp(-1/3*(Y2)**3)\n",
    "#子图1\n",
    "ax1 = plt.subplot(1,2,1)\n",
    "contr = plt.contour(X1,Y1,Z1)\n",
    "plt.clabel(contr)\n",
    "plt.xlabel('$x$')\n",
    "plt.ylabel('$y$')\n",
    "#子图2\n",
    "ax2 = plt.subplot(1,2,2)\n",
    "contr = plt.contour(X2,Y2,Z2)\n",
    "plt.clabel(contr)\n",
    "plt.xlabel('$x$')\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       0       1       2       3       4       5       6       7       8     \\\n",
      "0    1613.0  1607.0  1608.0  1610.0  1609.0  1605.0  1601.0  1598.0  1602.0   \n",
      "1    1601.0  1601.0  1604.0  1605.0  1602.0  1596.0  1593.0  1593.0  1597.0   \n",
      "2    1594.0  1600.0  1605.0  1605.0  1601.0  1596.0  1592.0  1590.0  1592.0   \n",
      "3    1594.0  1597.0  1602.0  1605.0  1604.0  1601.0  1593.0  1586.0  1583.0   \n",
      "4    1592.0  1595.0  1597.0  1600.0  1602.0  1599.0  1588.0  1576.0  1573.0   \n",
      "..      ...     ...     ...     ...     ...     ...     ...     ...     ...   \n",
      "869  1157.0  1155.0  1158.0  1163.0  1164.0  1165.0  1167.0  1167.0  1166.0   \n",
      "870  1156.0  1158.0  1161.0  1164.0  1163.0  1164.0  1164.0  1165.0  1165.0   \n",
      "871  1152.0  1156.0  1161.0  1162.0  1161.0  1160.0  1163.0  1166.0  1168.0   \n",
      "872  1152.0  1154.0  1158.0  1162.0  1162.0  1162.0  1165.0  1169.0  1173.0   \n",
      "873  1155.0  1157.0  1161.0  1164.0  1167.0  1167.0  1167.0  1170.0  1174.0   \n",
      "\n",
      "       9     ...    1155    1156    1157    1158    1159    1160    1161  \\\n",
      "0    1609.0  ...  1455.0  1457.0  1459.0  1462.0  1464.0  1467.0  1468.0   \n",
      "1    1600.0  ...  1454.0  1454.0  1455.0  1457.0  1460.0  1464.0  1466.0   \n",
      "2    1595.0  ...  1457.0  1457.0  1459.0  1462.0  1465.0  1467.0  1467.0   \n",
      "3    1583.0  ...  1459.0  1460.0  1463.0  1466.0  1470.0  1475.0  1476.0   \n",
      "4    1575.0  ...  1463.0  1464.0  1466.0  1469.0  1472.0  1477.0  1481.0   \n",
      "..      ...  ...     ...     ...     ...     ...     ...     ...     ...   \n",
      "869  1168.0  ...  1253.0  1255.0  1260.0  1265.0  1266.0  1264.0  1264.0   \n",
      "870  1166.0  ...  1254.0  1255.0  1258.0  1261.0  1265.0  1266.0  1263.0   \n",
      "871  1168.0  ...  1255.0  1257.0  1258.0  1260.0  1262.0  1263.0  1263.0   \n",
      "872  1174.0  ...  1256.0  1258.0  1260.0  1260.0  1258.0  1258.0  1260.0   \n",
      "873  1175.0  ...  1253.0  1255.0  1256.0  1256.0  1255.0  1257.0  1261.0   \n",
      "\n",
      "       1162    1163    1164  \n",
      "0    1466.0  1465.0  1465.0  \n",
      "1    1465.0  1465.0  1466.0  \n",
      "2    1466.0  1468.0  1471.0  \n",
      "3    1477.0  1478.0  1480.0  \n",
      "4    1483.0  1486.0  1490.0  \n",
      "..      ...     ...     ...  \n",
      "869  1264.0  1261.0  1256.0  \n",
      "870  1262.0  1260.0  1256.0  \n",
      "871  1262.0  1259.0  1255.0  \n",
      "872  1262.0  1260.0  1257.0  \n",
      "873  1262.0  1260.0  1258.0  \n",
      "\n",
      "[874 rows x 1165 columns]\n",
      "[[1613. 1601. 1594. ... 1152. 1152. 1155.]\n",
      " [1607. 1601. 1600. ... 1156. 1154. 1157.]\n",
      " [1608. 1604. 1605. ... 1161. 1158. 1161.]\n",
      " ...\n",
      " [1466. 1465. 1466. ... 1262. 1262. 1262.]\n",
      " [1465. 1465. 1468. ... 1259. 1260. 1260.]\n",
      " [1465. 1466. 1471. ... 1255. 1257. 1258.]]\n",
      "(1165, 874)\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 2 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#2.13\n",
    "\n",
    "#注意：区域用等距50米的网格划分\n",
    "#第m行第n列的数据代表坐标((50(m-1）,50(n-1))处的高程值，坐标单位均为米\n",
    "import pandas as pd\n",
    "excel = pd.read_excel(r'附件1：区域高程数据.xlsx',header=None,skipfooter=2)\n",
    "print(excel)\n",
    "x = np.arange(0,50*874,50)\n",
    "y = np.arange(0,1165*50,50)\n",
    "X,Y = np.meshgrid(x,y) #将x，y矩阵化\n",
    "z = np.zeros((1165, 874))\n",
    "for i in range(874):  # 把excel二维数组存储到Python中\n",
    "    for j in range(1165):\n",
    "        z[j][i] = int(excel.iloc[i,j])\n",
    "print(z)\n",
    "print(z.shape)\n",
    "ax1 = plt.subplot(1,2,1)\n",
    "contr = plt.contour(X,Y,z)\n",
    "plt.clabel(contr)\n",
    "plt.xlabel('$x$')\n",
    "plt.ylabel('$y$')\n",
    "#子图2\n",
    "ax2 = plt.subplot(1,2,2,projection='3d')\n",
    "ax2.plot_wireframe(X,Y,z,cmap='viridis')\n",
    "plt.xlabel('$x$')\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "#如若对图形有颜色以及其他需求，可以不断进行参数调试。"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}